KGSaw: One Size Does Not Fit All- Planning Methods for Data Fragmentation for Efficiently Creating Knowledge Graphs.
Enrique IglesiasMaria-Esther VidalPublished in: SAC (2024)
Keyphrases
- data mining techniques
- hidden knowledge
- human experts
- data analysis
- knowledge discovery
- complex structures
- raw data
- statistical methods
- data sets
- data points
- high dimensional data
- data collection
- data sources
- preprocessing
- domain knowledge
- significant improvement
- training data
- data mining methods
- expert systems
- domain experts
- background knowledge
- multiple sources
- machine learning
- data representations
- data mining tools
- database systems
- data quality
- spectral clustering
- data structure
- missing values
- spatial data
- input data